Back Cover: Segmentation of DrosophilaDrosophila heart in optical coherence microscopy images using convolutional neural networks (J. Biophotonics 12/2018)

摘要

>The cover, FlyNet, describes a convolutional neural network designed and trained to automatically segment the heart region of a fruit fly from time‐lapsed optical coherence microscopy (OCM) images. High‐resolution images of the beating fly heart were acquired using a non‐invasive OCM system. The FlyNet model accurately identifies and segments the heart from the images. Morphological and functional parameters can be analyzed to characterize the health status of the fly heart. > Further details can be found in the article by Lian Duan, Xi Qin, Yuanhao He, et al. ( e201800146 )